135 Publications (Page 2 of 6)
2022
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the ServerZhang, Hong⋅Liu, Ji⋅Jia, Juncheng⋅Zhou, Yang⋅Dai, Huaiyu and Dou, DejingarXiv preprint arXiv:2204.11536.
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From distributed machine learning to federated learning: a surveyLiu, Ji⋅Zhou, Yang and Li, XuhongKnowledge and Information Systems, vol. 64, (no. 4), pp. 885-917, Apr 2022.
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Identifying wrong-way driving incidents from regular traffic videos using unsupervised trajectory-based methodChang, Qing⋅Ren, Jiaxiang⋅Zhou, Huaguo⋅Zhou, Yang and Song, YukunTransportation research record, vol. 2676, pp. 440–450.
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Input-agnostic certified group fairness via gaussian parameter smoothingJin, Jiayin⋅Zhang, Zeru⋅Zhou, Yang and Wu, Lingfei(pp. 10340–10361)
Maximal directed quasi-clique miningGuo, Guimu⋅Yan, Da⋅Yuan, Lyuheng⋅Khalil, Jalal⋅Long, Cheng⋅Jiang, Zhe and Zhou, Yang(pp. 1900–1913)
Multi-Job Intelligent Scheduling With Cross-Device Federated LearningLiu, Ji⋅Jia, Juncheng⋅Ma, Beichen⋅Zhou, Chendi⋅Zhou, Jingbo⋅Zhou, Yang⋅Dai, Huaiyu and Dou, DejingIEEE Transactions on Parallel and Distributed Systems, vol. 34, pp. 535–551.
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Multi-Robot Collaborative Perception With Graph Neural NetworksZhou, Yang⋅Xiao, Jiuhong⋅Zhou, Yue and Loianno, GiuseppeIEEE Robotics and Automation Letters, vol. 7, (no. 2), pp. 2289-2296, 2022.
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Multi-Timescale Load Forecast of Large Power Customers Based on Online Data Recovery and Time Series Neural NetworksWang, Xiaotian⋅Duan, Zihe⋅Liu, Linqing⋅Li, Mengyu⋅An, Yagang and Zhou, YangJournal of Circuits, Systems and Computers, vol. 31, (no. 5), Mar 30, 2022.
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On building machine learning pipelines for Android malware detection: a procedural survey of practices, challenges and opportunitiesMehrabi Koushki, Masoud⋅AbuAlhaol, Ibrahim⋅Raju, Anandharaju Durai⋅Zhou, Yang⋅Giagone, Ronnie Salvador and Shengqiang, HuangCybersecurity, vol. 5, (no. 1), Dec 2022.
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PrefixFPM: a parallel framework for general-purpose mining of frequent and closed patternsYan, Da⋅Qu, Wenwen⋅Guo, Guimu⋅Wang, Xiaoling and Zhou, YangThe VLDB Journal, vol. 31, pp. 253–286.
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Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and QuantizationZhang, Zijie⋅Zhou, Yang⋅Zhao, Xin⋅Che, Tianshi and Lyu, Lingjuan
Pro-PULSE: Learning Progressive Encoders of Latent Semantics in GANs for Photo Upsampling.Zhou, Yang⋅Xu, Yangyang⋅Du, Yong⋅Wen, Qiang and He, ShengfengIEEE transactions on image processing : a publication of the IEEE Signal Processing Society, vol. PP, January 11, 2022.
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Quantifying and Reducing Registration Uncertainty of Spatial Vector Labels on Earth ImageryHe, Wenchong⋅Jiang, Zhe⋅Kriby, Marcus⋅Xie, Yiqun⋅Jia, Xiaowei⋅Yan, Da and Zhou, Yang(pp. 554–564)
Reliability prediction based on Birnbaum–Saunders model and its application to smart meterXu, Dan and Zhou, YangAnnals of Operations Research, vol. 312, (no. 1), pp. 519-532, May 2022.
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Three-Dimensional Division of Visible Light Communication Irradiation Area.Zhou, Yang⋅Deng, Yuanzhi⋅Wen, Huajie⋅Chen, Liting and Xu, GangSensors (Basel, Switzerland), vol. 23, (no. 1), December 22, 2022.
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Traffic Volatility Forecasting Using an Omnibus Family GARCH Modeling FrameworkOu, Jishun⋅Huang, Xiangmei⋅Zhou, Yang⋅Zhou, Zhigang⋅Nie, Qinghui and Nie, QinghuiEntropy, vol. 24, (no. 10), 2022.
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Unsupervised Adversarial Network Alignment with Reinforcement LearningZhou, Yang⋅Ren, Jiaxiang⋅Jin, Ruoming⋅Zhang, Zijie⋅Zheng, Jingyi⋅Jiang, Zhe⋅Yan, Da and Dou, DejingACM Transactions on Knowledge Discovery from Data (TKDD), vol. 16, pp. 50–1.
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2021
A classification algorithm to predict chronic pain using both regression and machine learning–A stepwise approachTsai, Pao-Feng⋅Tsai, Pao-Feng⋅Wang, Chih-Hsuan⋅Wang, Chih-Hsuan⋅Zhou, Yang⋅Zhou, Yang⋅Ren, Jiaxiang⋅Ren, Jiaxiang⋅Jones, Alisha⋅Jones, Alisha⋅Watts, Sarah O⋅Watts, Sarah O⋅Chou, Chiahung⋅Chou, Chiahung⋅Ku, Wei Shinn and Ku, Wei-ShinnApplied Nursing Research, vol. 62, pp. 151504.
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Adversarial Attack against Cross-lingual Knowledge Graph AlignmentZhang, Zeru⋅Zhang, Zijie⋅Zhou, Yang⋅Wu, Lingfei⋅Wu, Sixing⋅Han, Xiaoying⋅Dou, Dejing⋅Che, Tianshi and Yan, Da(pp. 5320–5337)
Analysis of Propagation and Distribution Characteristics of Leakage Acoustic Waves in Water Supply Pipelines.Li, Yunfei⋅Zhou, Yang⋅Fu, Ming⋅Zhou, Fan⋅Chi, Zhaozhao and Wang, WeihaoSensors (Basel, Switzerland), vol. 21, (no. 16), August 12, 2021.
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A survey of 3D object detectionLiang, Wei⋅Xu, Pengfei⋅Guo, Ling⋅Zhou, Yang and Chen, FengMultimedia Tools and Applications, vol. 80, (no. 19), pp. 29617-29641, Aug 2021.
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Automatic modeling of prefabricated components with laser‐scanned data for virtual trial assemblyLi, Dongsheng⋅Liu, Jiepeng⋅Liang, Feng⋅Zhou, Yang and Chen, Y FComputer-Aided Civil and Infrastructure Engineering, vol. 36, (no. 4), pp. 453-471, Apr 2021.
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Cross-lingual Entity Alignment with Adversarial Kernel Embedding and Adversarial Knowledge TranslationZhang, Gong⋅Zhou, Yang⋅Wu, Sixing⋅Zhang, Zeru and Dou, DejingCoRR abs/2104.07837.
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Differential Metabolic Network Construction for Personalized Medicine: Study of Type 2 Diabetes Mellitus Patients Response to Gliclazide-Modified-Release-Treated.Huang, Xin⋅Huang, Xin⋅Zhou, Yang⋅Zhou, Yang⋅Tang, Haoze⋅Tang, Haoze⋅Liu, Bing⋅Liu, Bing⋅Su, Benzhe⋅Su, Benzhe⋅Wang, Qi and Wang, QiJournal of biomedical informatics, pp. 103796, April 28, 2021.
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Discovery of stay area in indoor trajectories of moving objectsZhou, Yang⋅Chen, Yi and Pi, DechangExpert Systems with Applications, vol. 170, May 15, 2021.
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